{"id":"W3121237322","doi":"10.1002/cam4.3715","title":"Factors associated with cognitive impairment during the first year of treatment for nonmetastatic breast cancer","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Memorial University of Newfoundland; Beatrice Hunter Cancer Research Institute; Canadian Centre for Applied Research in Cancer Control; Cancer Research Institute","keywords":"Cognitive impairment; Breast cancer; Medicine; Cognition; Oncology; Cancer; Internal medicine; Gerontology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007335456,0.0001707694,0.0003085004,0.0005206691,0.0003885214,0.0004212455,0.0003034828,0.0002994421,0.001298691],"category_scores_gemma":[0.003696079,0.0001313022,0.0004249429,0.000610677,0.0001645133,0.000189586,0.0003005737,0.0006328971,0.00008825889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000692717,"about_ca_system_score_gemma":0.0005867268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665659,"about_ca_topic_score_gemma":0.02597019,"domain_scores_codex":[0.9995678,0.00008818781,0.0000469858,0.00005362314,0.0001431196,0.0001003154],"domain_scores_gemma":[0.9971775,0.0003868442,0.001851065,0.00006008609,0.0001832111,0.0003412905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008042786,0.00007484599,0.9972128,0.0000184105,0.0000394373,0.0000288172,0.00005110902,0.00004355577,0.00005810214,0.000003020548,0.00009784406,0.002291682],"study_design_scores_gemma":[0.000001623954,0.00003855416,0.9998034,0.000002949715,0.000006913394,0.00004018889,0.00002580477,0.00003551711,0.000007449101,0.000001554469,0.00003524162,8.334966e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983521,0.0008085853,0.00003428858,0.0001225838,0.000007675166,0.00001621572,0.0002206402,0.000004559909,0.0004334935],"genre_scores_gemma":[0.9995666,0.000124644,0.00003609671,0.00002879092,0.000008254323,0.000006897725,0.0001636018,6.9191e-7,0.00006441664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01665659,"threshold_uncertainty_score":0.03311926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04074465804819052,"score_gpt":0.3193136912858437,"score_spread":0.2785690332376532,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}